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Commit 4101985c authored by hhakim's avatar hhakim
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Add unit tests for MatBSR (multiply(MatDense), multiply(MatSparse), faust_gemm).

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misc/test/src/C++/test_MatBSR.cpp.in
+ 202
− 6
View file @ 4101985c
...@@ -16,7 +16,7 @@ void test_fro_norm(const MatBSR<FPP, Cpu>& bmat) ...@@ -16,7 +16,7 @@ void test_fro_norm(const MatBSR<FPP, Cpu>& bmat)
cout << "bsr mat fro-norm:" << bmat.norm() << std::endl; cout << "bsr mat fro-norm:" << bmat.norm() << std::endl;
cout << "dense mat fro-norm:" << dmat.norm() << std::endl; cout << "dense mat fro-norm:" << dmat.norm() << std::endl;
assert(std::abs(bmat.norm()-dmat.norm()) < 1e-6); assert(std::abs(bmat.norm()-dmat.norm()) < 1e-6);
cout << "MatBSR::norm OK." << std::endl; cout << "OK." << std::endl;
} }
void test_1_norm(const MatBSR<FPP, Cpu>& bmat) void test_1_norm(const MatBSR<FPP, Cpu>& bmat)
...@@ -26,7 +26,7 @@ void test_1_norm(const MatBSR<FPP, Cpu>& bmat) ...@@ -26,7 +26,7 @@ void test_1_norm(const MatBSR<FPP, Cpu>& bmat)
cout << "bsr mat fro-normL1:" << bmat.normL1() << std::endl; cout << "bsr mat fro-normL1:" << bmat.normL1() << std::endl;
cout << "dense mat fro-normL1:" << dmat.normL1() << std::endl; cout << "dense mat fro-normL1:" << dmat.normL1() << std::endl;
assert(std::abs(bmat.normL1()-dmat.normL1()) < 1e-6); assert(std::abs(bmat.normL1()-dmat.normL1()) < 1e-6);
cout << "MatBSR::normL1 OK." << std::endl; cout << "OK." << std::endl;
} }
void test_clone(const MatBSR<FPP, Cpu>& bmat) void test_clone(const MatBSR<FPP, Cpu>& bmat)
...@@ -36,7 +36,7 @@ void test_clone(const MatBSR<FPP, Cpu>& bmat) ...@@ -36,7 +36,7 @@ void test_clone(const MatBSR<FPP, Cpu>& bmat)
cout << "bsr mat fro-norm:" << bmat.norm() << std::endl; cout << "bsr mat fro-norm:" << bmat.norm() << std::endl;
cout << "clone bsr mat fro-norm:" << clone->norm() << std::endl; cout << "clone bsr mat fro-norm:" << clone->norm() << std::endl;
assert(std::abs(bmat.norm()-clone->norm()) < 1e-6); assert(std::abs(bmat.norm()-clone->norm()) < 1e-6);
cout << "MatBSR::clone OK" << std::endl; cout << "OK" << std::endl;
} }
void test_mul_vec(const MatBSR<FPP, Cpu>& bmat) void test_mul_vec(const MatBSR<FPP, Cpu>& bmat)
...@@ -63,8 +63,8 @@ void test_mul_vec(const MatBSR<FPP, Cpu>& bmat) ...@@ -63,8 +63,8 @@ void test_mul_vec(const MatBSR<FPP, Cpu>& bmat)
// cout << "ref vec:";vec_cpy.Display(); cout << "norm: " << vec_cpy.norm() << std::endl; // cout << "ref vec:";vec_cpy.Display(); cout << "norm: " << vec_cpy.norm() << std::endl;
// cout << "test vec:";vec.Display(); cout << "norm: " << vec.norm() << std::endl; // cout << "test vec:";vec.Display(); cout << "norm: " << vec.norm() << std::endl;
assert(std::abs(vec.norm()-vec_cpy.norm()) < 1e-6); assert(std::abs(vec.norm()-vec_cpy.norm()) < 1e-6);
cout << "MatBSR::multiply(Vect, 'H') OK" << endl;
delete md; delete md;
cout << "OK" << endl;
} }
void test_mul_vec2(const MatBSR<FPP, Cpu>& bmat) void test_mul_vec2(const MatBSR<FPP, Cpu>& bmat)
...@@ -75,10 +75,195 @@ void test_mul_vec2(const MatBSR<FPP, Cpu>& bmat) ...@@ -75,10 +75,195 @@ void test_mul_vec2(const MatBSR<FPP, Cpu>& bmat)
auto dmat = bmat.to_dense(); auto dmat = bmat.to_dense();
Vect<FPP, Cpu> test_vec = bmat.multiply(vec); Vect<FPP, Cpu> test_vec = bmat.multiply(vec);
Vect<FPP, Cpu> ref_vect = dmat.multiply(vec); Vect<FPP, Cpu> ref_vect = dmat.multiply(vec);
// cout << "ref test_vec:";ref_vect.Display(); cout << "norm: " << ref_vect.norm() << std::endl;
// cout << "test test_vec:";test_vec.Display(); cout << "norm: " << test_vec.norm() << std::endl;
assert(std::abs(test_vec.norm()-ref_vect.norm()) < 1e-6); assert(std::abs(test_vec.norm()-ref_vect.norm()) < 1e-6);
delete md; delete md;
cout << "OK" << endl;
}
void test_mul_dense(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::multiply(MatDense)" << endl;
auto rmd = MatDense<FPP, Cpu>::randMat(bmat.getNbCol(), 32);
MatDense<FPP, Cpu> rmd_copy(*rmd);
auto dmat = bmat.to_dense();
dmat.multiply(*rmd, 'N');
bmat.multiply(rmd_copy, 'N');
assert((*rmd).getNbRow() == rmd_copy.getNbRow() && (*rmd).getNbCol() == rmd_copy.getNbCol());
rmd_copy -= *rmd;
assert(rmd_copy.norm() < 1e-6);
delete rmd;
cout << "OK" << endl;
}
void test_mul_dense_transp(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::multiply(MatDense, T)" << endl;
auto rmd = MatDense<FPP, Cpu>::randMat(bmat.getNbRow(), 32);
MatDense<FPP, Cpu> rmd_copy(*rmd);
auto dmat = bmat.to_dense();
dmat.multiply(*rmd, 'T');
bmat.multiply(rmd_copy, 'T');
assert((*rmd).getNbRow() == rmd_copy.getNbRow() && (*rmd).getNbCol() == rmd_copy.getNbCol());
rmd_copy -= *rmd;
assert(rmd_copy.norm() < 1e-6);
delete rmd;
cout << "OK" << endl;
}
void test_mul_dense_transconj(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::multiply(MatDense, H)" << endl;
auto rmd = MatDense<FPP, Cpu>::randMat(bmat.getNbRow(), 32);
MatDense<FPP, Cpu> rmd_copy(*rmd);
auto dmat = bmat.to_dense();
dmat.multiply(*rmd, 'H');
bmat.multiply(rmd_copy, 'H');
assert((*rmd).getNbRow() == rmd_copy.getNbRow() && (*rmd).getNbCol() == rmd_copy.getNbCol());
rmd_copy -= *rmd;
assert(rmd_copy.norm() < 1e-6);
delete rmd;
cout << "OK" << endl;
}
void test_mul_sparse(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::multiply(MatSparse, N)" << endl;
auto rmd = MatDense<FPP, Cpu>::randMat(bmat.getNbCol(), 32);
MatSparse<FPP, Cpu> rms(*rmd);
MatSparse<FPP, Cpu> rms_copy(rms);
auto dmat = bmat.to_dense();
dmat.multiply(rms, 'N');
bmat.multiply(rms_copy, 'N');
assert(rms.getNbRow() == rms_copy.getNbRow() && rms.getNbCol() == rms_copy.getNbCol());
*rmd = rms;
MatDense<FPP, Cpu> rmd_copy(rms_copy);
rmd_copy -= *rmd;
assert(rmd_copy.norm() < 1e-6);
delete rmd;
cout << "OK" << endl;
}
void test_mul_sparse_transp(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::multiply(MatSparse, T)" << endl;
auto rmd = MatDense<FPP, Cpu>::randMat(bmat.getNbRow(), 32);
MatSparse<FPP, Cpu> rms(*rmd);
MatSparse<FPP, Cpu> rms_copy(rms);
auto dmat = bmat.to_dense();
dmat.multiply(rms, 'T');
bmat.multiply(rms_copy, 'T');
assert(rms.getNbRow() == rms_copy.getNbRow() && rms.getNbCol() == rms_copy.getNbCol());
*rmd = rms;
MatDense<FPP, Cpu> rmd_copy(rms_copy);
rmd_copy -= *rmd;
assert(rmd_copy.norm() < 1e-6);
delete rmd;
cout << "OK" << endl;
}
void test_mul_sparse_transconj(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::multiply(MatSparse, H)" << endl;
auto rmd = MatDense<FPP, Cpu>::randMat(bmat.getNbRow(), 32);
MatSparse<FPP, Cpu> rms(*rmd);
MatSparse<FPP, Cpu> rms_copy(rms);
auto dmat = bmat.to_dense();
dmat.multiply(rms, 'H');
bmat.multiply(rms_copy, 'H');
assert(rms.getNbRow() == rms_copy.getNbRow() && rms.getNbCol() == rms_copy.getNbCol());
*rmd = rms;
MatDense<FPP, Cpu> rmd_copy(rms_copy);
rmd_copy -= *rmd;
assert(rmd_copy.norm() < 1e-6);
delete rmd;
cout << "OK" << endl;
}
void test_mul_sparse_right(const MatBSR<FPP, Cpu>& bmat_orig)
{
cout << "=== Testing MatBSR::multiplyRight(MatSparse)" << endl;
auto rmd = MatDense<FPP, Cpu>::randMat(bmat_orig.getNbCol(), 32);
MatSparse<FPP, Cpu> rms(*rmd);
auto dmat = bmat_orig.to_dense();
MatBSR<FPP, Cpu> bmat(bmat_orig);
dmat.multiplyRight(rms);
bmat.multiplyRight(rms);
auto dmat_copy = bmat.to_dense();
// dmat.Display();
// bmat.Display();
assert(bmat.getNbRow() == dmat.getNbRow() && bmat.getNbCol() == dmat.getNbCol());
dmat -= dmat_copy;
assert(dmat.norm() < 1e-6);
delete rmd;
cout << "OK" << endl;
}
void test_gemm_NN(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::faust_gemmNN" << endl;
auto B = MatDense<FPP, Cpu>::randMat(bmat.getNbCol(), 32);
auto C = MatDense<FPP, Cpu>::randMat(bmat.getNbRow(), 32);
MatDense<FPP, Cpu> C_copy(*C);
auto dmat = bmat.to_dense();
bmat.faust_gemm(*B, *C, (*B)(0,0), (*C)(0,0), 'N', 'N');
dmat.faust_gemm(*B, C_copy, (*B)(0,0), C_copy(0,0), 'N', 'N');
MatDense<FPP, Cpu> test = *C;
test -= C_copy;
assert(test.norm() < 1e-6);
delete B;
delete C;
cout << "OK" << endl;
}
void test_gemm_NT(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::faust_gemmNT" << endl;
auto B = MatDense<FPP, Cpu>::randMat(32, bmat.getNbCol());
auto C = MatDense<FPP, Cpu>::randMat(bmat.getNbRow(), 32);
MatDense<FPP, Cpu> C_copy(*C);
auto dmat = bmat.to_dense();
bmat.faust_gemm(*B, *C, (*B)(0,0), (*C)(0,0), 'N', 'T');
dmat.faust_gemm(*B, C_copy, (*B)(0,0), C_copy(0,0), 'N', 'T');
MatDense<FPP, Cpu> test = *C;
test -= C_copy;
assert(test.norm() < 1e-6);
delete B;
delete C;
cout << "OK" << endl;
}
void test_gemm_TT(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::faust_gemmTT" << endl;
auto B = MatDense<FPP, Cpu>::randMat(32, bmat.getNbRow());
auto C = MatDense<FPP, Cpu>::randMat(bmat.getNbCol(), 32);
MatDense<FPP, Cpu> C_copy(*C);
auto dmat = bmat.to_dense();
bmat.faust_gemm(*B, *C, (*B)(0,0), (*C)(0,0), 'T', 'T');
dmat.faust_gemm(*B, C_copy, (*B)(0,0), C_copy(0,0), 'T', 'T');
MatDense<FPP, Cpu> test = *C;
test -= C_copy;
assert(test.norm() < 1e-6);
delete B;
delete C;
cout << "OK" << endl;
}
void test_gemm_HH(const MatBSR<FPP, Cpu>& bmat)
{
cout << "=== Testing MatBSR::faust_gemmHH" << endl;
auto B = MatDense<FPP, Cpu>::randMat(32, bmat.getNbRow());
auto C = MatDense<FPP, Cpu>::randMat(bmat.getNbCol(), 32);
MatDense<FPP, Cpu> C_copy(*C);
auto dmat = bmat.to_dense();
bmat.faust_gemm(*B, *C, (*B)(0,0), (*C)(0,0), 'H', 'H');
dmat.faust_gemm(*B, C_copy, (*B)(0,0), C_copy(0,0), 'H', 'H');
MatDense<FPP, Cpu> test = *C;
test -= C_copy;
assert(test.norm() < 1e-6);
delete B;
delete C;
cout << "OK" << endl;
} }
int main(int argc, char** argv) int main(int argc, char** argv)
...@@ -96,6 +281,17 @@ int main(int argc, char** argv) ...@@ -96,6 +281,17 @@ int main(int argc, char** argv)
test_clone(*bmat); test_clone(*bmat);
test_mul_vec(*bmat); test_mul_vec(*bmat);
test_mul_vec2(*bmat); test_mul_vec2(*bmat);
test_mul_dense(*bmat);
test_mul_dense_transp(*bmat);
test_mul_dense_transconj(*bmat);
test_mul_sparse(*bmat);
test_mul_sparse_transp(*bmat);
test_mul_sparse_transconj(*bmat);
test_mul_sparse_right(*bmat);
test_gemm_NN(*bmat);
test_gemm_NT(*bmat);
test_gemm_TT(*bmat);
test_gemm_HH(*bmat);
delete bmat; delete bmat;
return EXIT_SUCCESS; return EXIT_SUCCESS;
} }
......
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